Ioan Sorin Comsa

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Mehmet Emin Aydin

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Publications

2019
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Ioan-Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Ramona Trestian, Gheorghita Ghinea:
A Comparison of Reinforcement Learning Algorithms in Fairness-Oriented OFDMA Schedulers. Inf. 10(10): 315 (2019)
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Ioan-Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Ramona Trestian, Gheorghita Ghinea:
Enhancing User Fairness in OFDMA Radio Access Networks Through Machine Learning. Wireless Days 2019: 1-8
2018
[j3]
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Ioan-Sorin Comsa, Sijing Zhang, Mehmet Emin Aydin, Pierre Kuonen, Yao Lu, Ramona Trestian, Gheorghita Ghinea:
Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management. IEEE Trans. Netw. Serv. Manag. 15(4): 1661-1675 (2018)
2014
[c7]
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Ioan Sorin Comsa, Sijing Zhang, Mehmet Aydin, Jianping Chen, Pierre Kuonen, Jean-Frédéric Wagen:
Adaptive proportional fair parameterization based LTE scheduling using continuous actor-critic reinforcement learning. GLOBECOM 2014: 4387-4393
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Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen, Yao Lu:
Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks. LCN 2014: 418-421
2012
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Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen:
Multi Objective Resource Scheduling in LTE Networks Using Reinforcement Learning. Int. J. Distributed Syst. Technol. 3(2): 39-57 (2012)
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Ioan Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Jean-Frédéric Wagen:
A novel dynamic Q-learning-based scheduler technique for LTE-advanced technologies using neural networks. LCN 2012: 332-335
2011
[c1]
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Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen:
Reinforcement learning based radio resource scheduling in LTE-advanced. ICAC 2011: 219-224

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